Fingerprint retrieval based on database clustering

[1]  Anil K. Jain,et al.  Fingerprint classification , 1996, Pattern Recognit..

[2]  Hans Liljenström,et al.  Fingerprint Sub-Classification and Singular Point Detection , 1998, Int. J. Pattern Recognit. Artif. Intell..

[3]  Ming-Syan Chen,et al.  Combining Partitional and Hierarchical Algorithms for Robust and Efficient Data Clustering with Cohesion Self-Merging , 2005, IEEE Trans. Knowl. Data Eng..

[4]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .

[5]  Xudong Jiang On orientation and anisotropy estimation for online fingerprint authentication , 2005, IEEE Transactions on Signal Processing.

[6]  Sudipto Guha,et al.  CURE: an efficient clustering algorithm for large databases , 1998, SIGMOD '98.

[7]  Anil K. Jain,et al.  Handbook of Fingerprint Recognition , 2005, Springer Professional Computing.

[8]  Masanori Mizoguchi,et al.  Fingerprint preselection using eigenfeatures , 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

[9]  Dario Maio,et al.  Direct Gray-Scale Minutiae Detection In Fingerprints , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[10]  M. Donahue,et al.  On the use of level curves in image analysis , 1993 .

[11]  Dario Maio,et al.  Ridge-line density estimation in digital images , 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

[12]  Yuan Yao,et al.  Fingerprint Classification with Combinations of Support Vector Machines , 2001, AVBPA.

[13]  Anil K. Jain,et al.  Adaptive flow orientation-based feature extraction in fingerprint images , 1995, Pattern Recognit..

[14]  Anil K. Jain,et al.  Hierarchical kernel fitting for fingerprint classification and alignment , 2002, Object recognition supported by user interaction for service robots.

[15]  Zhongfei Zhang,et al.  A clustering based approach to efficient image retrieval , 2002, 14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings..

[16]  LinLin Shen,et al.  Quality Measures of Fingerprint Images , 2001, AVBPA.

[17]  Gian Luca Marcialis,et al.  Fingerprint Classification by Combination of Flat and Structural Approaches , 2001, AVBPA.

[18]  W. Babler Embryologic development of epidermal ridges and their configurations. , 1991, Birth defects original article series.

[19]  Dario Maio,et al.  Similarity search using multi-space KL , 1999, Proceedings. Tenth International Workshop on Database and Expert Systems Applications. DEXA 99.

[20]  Craig I. Watson,et al.  Neural Network Fingerprint Classification , 1994 .

[21]  J. MacQueen Some methods for classification and analysis of multivariate observations , 1967 .

[22]  M. Narasimha Murty,et al.  A hybrid clustering procedure for concentric and chain-like clusters , 1981, International Journal of Computer & Information Sciences.

[23]  Bir Bhanu,et al.  Fingerprint classification based on learned features , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[24]  Cor J. Veenman,et al.  A Maximum Variance Cluster Algorithm , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  Haesun Park,et al.  Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis , 2005, Pattern Recognit..

[26]  L. Hong,et al.  Can multibiometrics improve performance , 1999 .

[27]  Alessandra Lumini,et al.  Continuous versus exclusive classification for fingerprint retrieval , 1997, Pattern Recognit. Lett..

[28]  Benjamin King Step-Wise Clustering Procedures , 1967 .

[29]  Ravi Kothari,et al.  On finding the number of clusters , 1999, Pattern Recognit. Lett..

[30]  Anil K. Jain,et al.  Clustering ensembles: models of consensus and weak partitions , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[31]  Rong Wang,et al.  Predicting fingerprint biometrics performance from a small gallery , 2007, Pattern Recognit. Lett..

[32]  Alex ChiChung Kot,et al.  Curvature-Based Singular Points Detection , 2001, AVBPA.

[33]  Xudong Jiang,et al.  Fingerprint Retrieval by Complex Filter Responses , 2006, 18th International Conference on Pattern Recognition (ICPR'06).

[34]  Ana L. N. Fred,et al.  A New Cluster Isolation Criterion Based on Dissimilarity Increments , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[35]  Yong Shi,et al.  A shrinking-based clustering approach for multidimensional data , 2005, IEEE Transactions on Knowledge and Data Engineering.

[36]  Lawrence R. Rabiner,et al.  A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.

[37]  Kee-Young Yoo,et al.  Core-based fingerprint image classification , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[38]  Joydeep Ghosh,et al.  Scale-based clustering using the radial basis function network , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).

[39]  Xudong Jiang Fingerprint image ridge frequency estimation by higher order spectrum , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[40]  Tian Zhang,et al.  BIRCH: an efficient data clustering method for very large databases , 1996, SIGMOD '96.

[41]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[42]  Anil K. Jain,et al.  Fingerprint Image Enhancement: Algorithm and Performance Evaluation , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[43]  George Karypis,et al.  C HAMELEON : A Hierarchical Clustering Algorithm Using Dynamic Modeling , 1999 .

[44]  King-Sun Fu,et al.  A Tree System Approach for Fingerprint Pattern Recognition , 1976, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[45]  Anil K. Jain,et al.  Unsupervised Learning of Finite Mixture Models , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[46]  Khaled Ahmed Nagaty Fingerprints classification using artificial neural networks: a combined structural and statistical approach , 2001, Neural Networks.

[47]  Dario Maio,et al.  A structural approach to fingerprint classification , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[48]  Ugur Halici,et al.  Fingerprint classification through self-organizing feature maps modified to treat uncertainties , 1996, Proc. IEEE.

[49]  Hans-Peter Kriegel,et al.  A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise , 1996, KDD.

[50]  Eric W. Tyree,et al.  The use of linked line segments for cluster representation and data reduction , 1999, Pattern Recognit. Lett..

[51]  J. Bigun Pattern recognition in images by symmetries and coordinate transformations , 1997 .

[52]  Kai Huang,et al.  Fingerprint Classification Based on Extraction and Analysis of Singularities and Pseudoridges , 2001, VIP.

[53]  Geoffrey J. McLachlan,et al.  Mixture models : inference and applications to clustering , 1989 .

[54]  Bir Bhanu,et al.  Fingerprint identification: classification vs. indexing , 2003, Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance, 2003..

[55]  Robert S. Germain,et al.  Fingerprint matching using transformation parameter clustering , 1997 .

[56]  Anil K. Jain,et al.  Classification of Fingerprint Images , 1999 .

[57]  Sabih H. Gerez,et al.  Segmentation of Fingerprint Images , 2001 .

[58]  P. Sneath,et al.  Numerical Taxonomy , 1962, Nature.

[59]  Alessandra Lumini,et al.  Fingerprint Classification by Directional Image Partitioning , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[60]  King-Sun Fu,et al.  An application of stochastic languages to fingerprint pattern recognition , 1976, Pattern Recognit..

[61]  Sang-Keun Oh,et al.  A New Reference Point Detection Algorithm Based on Orientation Pattern Labeling in Fingerprint Images , 2003, IbPRIA.

[62]  Craig I. Watson,et al.  PCASYS- A Pattern-Level Classification Automation System for Fingerprints | NIST , 1995 .

[63]  Xudong Jiang,et al.  Online Fingerprint Template Improvement , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[64]  Dario Maio,et al.  Combining Fingerprint Classifiers , 2000, Multiple Classifier Systems.

[65]  Shehroz S. Khan,et al.  Cluster center initialization algorithm for K-means clustering , 2004, Pattern Recognit. Lett..

[66]  Charles L. Wilson,et al.  Improving Neural Network Performance for Character and Fingerprint Classification by Altering Network Dynamics | NIST , 1995 .

[67]  Anil K. Jain,et al.  Performance evaluation of fingerprint verification systems , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[68]  Dimitrios Charalampidis,et al.  A modified k-means algorithm for circular invariant clustering , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[69]  Yuan Yao,et al.  Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines , 2003, Pattern Recognit..

[70]  Anil K. Jain,et al.  On-line fingerprint verification , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[71]  Hava T. Siegelmann,et al.  Support Vector Clustering , 2002, J. Mach. Learn. Res..

[72]  Anil K. Jain,et al.  A Multichannel Approach to Fingerprint Classification , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[73]  Hans-Peter Kriegel,et al.  OPTICS: ordering points to identify the clustering structure , 1999, SIGMOD '99.

[74]  B. Miller,et al.  Vital signs of identity [biometrics] , 1994, IEEE Spectrum.

[75]  J. Daugman Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[76]  Sharath Pankanti,et al.  Filterbank-based fingerprint matching , 2000, IEEE Trans. Image Process..

[77]  Andrew W. Senior,et al.  A Combination Fingerprint Classifier , 2001, IEEE Trans. Pattern Anal. Mach. Intell..

[78]  Dong-Jo Park,et al.  New enhancement algorithm for fingerprint images , 2002, Object recognition supported by user interaction for service robots.

[79]  William Nick Street,et al.  Cluster-driven refinement for content-based digital image retrieval , 2004, IEEE Transactions on Multimedia.

[80]  Chien-Hsing Chou,et al.  Short Papers , 2001 .

[81]  Anil K. Jain,et al.  FVC2000: Fingerprint Verification Competition , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[82]  Sabih H. Gerez,et al.  Indexing Fingerprint Databases Based on Multiple Features , 2001 .

[83]  Marios S. Pattichis,et al.  Fingerprint classification using an AM-FM model , 2001, IEEE Trans. Image Process..

[84]  Catherine Blake,et al.  UCI Repository of machine learning databases , 1998 .

[85]  Anil K. Jain,et al.  FVC2002: Second Fingerprint Verification Competition , 2002, Object recognition supported by user interaction for service robots.

[86]  Kuo-Chin Fan,et al.  A new model for fingerprint classification by ridge distribution sequences , 2002, Pattern Recognit..

[87]  Robert K. L. Gay,et al.  Geometric framework for fingerprint image classification , 1997, Pattern Recognit..

[88]  Chee Keong Kwoh,et al.  On the Two-level Hybrid Clustering Algorithm , 2004 .

[89]  최재영,et al.  개선된 ISODATA 알고리즘을 이용한 공격 자동탐지 , 2010 .

[90]  Bir Bhanu,et al.  Fingerprint Indexing Based on Novel Features of Minutiae Triplets , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[91]  Dario Maio,et al.  Multispace KL for Pattern Representation and Classification , 2001, IEEE Trans. Pattern Anal. Mach. Intell..

[92]  Sharath Pankanti,et al.  An identity-authentication system using fingerprints , 1997, Proc. IEEE.

[93]  Anil K. Jain,et al.  Simultaneous feature selection and clustering using mixture models , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[94]  Donald W. Bouldin,et al.  A Cluster Separation Measure , 1979, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[95]  R. J. Green,et al.  Fingerprint classification using a hexagonal fast fourier transform , 1996, Pattern Recognit..

[96]  Bir Bhanu,et al.  Computational Algorithms for Fingerprint Recognition , 2004, Kluwer International Series on Biometrics.

[97]  Manish Sarkar,et al.  A clustering algorithm using an evolutionary programming-based approach , 1997, Pattern Recognit. Lett..

[98]  Anil K. Jain,et al.  A Real-Time Matching System for Large Fingerprint Databases , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[99]  Sabih H. Gerez,et al.  Systematic Methods for the Computation of the Directional Fields and Singular Points of Fingerprints , 2002, IEEE Trans. Pattern Anal. Mach. Intell..